KR102268304B1 - Method and apparatus for managing a health of infant using excrement image - Google Patents

Abstract

The present invention comprises the steps of: time-series collecting data of at least one of vital sign data and hospital record data along with stool images for a preset time, and deriving stool status information through analysis of each of the collected stool images; Based on the stool status information and the acquired data, the steps of generating and storing stool status information for determination by normal status, disease status, and health status in the user database, and thereafter, acquiring the stool image of infants and young children, Generating stool status information through analysis of stool images, and comparing stool status information and stool status change information for judgment by normal status, disease status, and health status stored in the user database to stool status information and a preset threshold Determining whether or not matching stool status information for judgment within a range exists in the user database, and if, as a result of the determination, matching stool status information for judgment exists, generating status judgment information for infants and toddlers; It is possible to provide a method for managing the health of infants and toddlers based on a stool image, including transmitting the .

Description

Method and device for health management of infants and young children using fecal image {METHOD AND APPARATUS FOR MANAGING A HEALTH OF INFANT USING EXCREMENT IMAGE}

The present invention relates to a method and apparatus for managing the health of infants and young children using a stool image.

Newborns and infants have different categories of normal stool depending on the age and type of food they eat, the frequency of defecation, stool hardness, and stool characteristics. The younger the age, the more frequent defecation, and breastfed children have more bowel movements than formula-fed children, and their stools are softer.

Newborns who are breastfed have more frequent and softer stools than those who are formula-fed. Because colostrum has a laxative effect to expel feces quickly and promotes bowel movements in newborns, the time spent in the colon of a newborn baby who is breastfed is shortened, so that the stool becomes thinner and the number of bowel movements is high. The color of the stool is mainly yellow or light brown, and the appearance of the stool is often soft or lumpy.

Because formula stays in the intestines longer than breast milk, formula-fed newborns have muddy stools with less water content than breastfed newborns, have fewer bowel movements, and have light brown stools. .

As the age of the month increases and the intake of baby food increases, the frequency of defecation gradually decreases, the stool becomes harder, and the color of the stool becomes darker, appearing in colors ranging from dark yellow to brown.

Green or dark green tinted stools are caused by the baby's hyperactivity of bowel movements (in the case of frequent breastfeeding, enteritis, milk allergy, etc.), the intake of fats and carbohydrates and increased bile secretion, and the consumption of green vegetables such as spinach. It may appear, and in this case, it is not diarrhea but a normal condition. However, if you suddenly have green stools with a lot of water, enteritis may be the cause.

Red stools can be seen due to ingestion of candy, beetroot, medicines (antibiotics, antituberculosis, diuretics), and gum stools due to ingestion of iron tablets, blueberries, spinach, licorice, and bismuth. However, since it may be bloody stool with blood in the stool, it is necessary to check whether you are eating food that can affect the color of the stool and your health.

If you do not have professional knowledge about the stool condition of newborns and infants, you may feel anxious because you cannot distinguish between normal stool and abnormal stool. Therefore, there is a need for a system and method that can help manage the health of infants and young children using stool images.

US 10-2019-0009271 A

The present invention generates stool status information for each condition of infants and toddlers using at least one or more of hospital record data, feeding record data, and vital sign data as well as stool images of infants and toddlers, and then using the stool images based on this. A method and apparatus for health management of infants and young children using a stool image capable of determining a condition are provided.

In addition, the present invention provides a method for managing infant health using a stool image capable of deriving at least one or more estimated disease information and estimated health status using at least one or more of hospital record data, feeding record data, and vital sign data in addition to the stool image. and devices.

In order to achieve the above-described problem, the infant health management method using a stool image according to an embodiment of the present invention is time-series data of at least one of vital sign data and hospital record data along with a stool image for a preset time. data collection, deriving stool status information through analysis of each of the collected stool images, and stool status information for judging normal status, disease status, and health status based on the stool status information and the acquired data generating and storing it in a user database; thereafter, obtaining the stool image of the infant; and generating stool state information through analysis of the subsequently acquired stool image; the stool state information and the Determining whether stool status information for judgment that matches the stool status information within a preset threshold range exists in the user database through comparison between the stool status change information for determination by normal status, disease status, and health status stored in the user database It may include the steps of, as a result of the determination, when there is matching stool status information for judgment, generating status determination information for infants and toddlers, and transmitting the generated status determination information to a pre-registered user-side terminal.

According to an embodiment of the present invention, in the step of generating the status determination information, when the matched stool status information is stool status change information for judging the disease status, the pre-stored stool image for each disease and the stool status information for each disease and the stool status generating at least one or more estimated disease information through comparison between the information and the acquired stool image, and transmitting the at least one estimated disease information and a disease stool image corresponding to the estimated disease information to a previously registered user terminal can be transmitted

According to an embodiment of the present invention, in the collecting step, the feeding record data is further collected in time-series as causal factor information that affects the condition of the stool along with the stool image, and the storing comprises the collected feeding record. Based on the data and the stool state change information obtained by analyzing the stool image, information about the change in stool condition for each feeding of the infant may be further generated and stored in the user database.

According to an embodiment of the present invention, in the acquiring step, at least two or more data among feeding record data, hospital record data, and vital sign data are further acquired in time series for a preset time along with the stool image, and the infant health management The method includes additional or cured disease information determined on the basis of the eating change information generated based on the collected eating record data, the healthy ecology of the infant and toddler determined based on the vital sign data, and the hospital record data as a causative factor extracting information, analyzing the relationship between the change in the stool status shown in the time-series acquired stool image and the causal factor information to generate a relationship analysis result, and store the generated relationship analysis result and information in the component database It may further include the step of deriving a feeding method tailored to infants and toddlers using

In order to achieve the above object, the infant health management apparatus using a stool image according to an embodiment of the present invention records at least one of vital sign data and hospital record data along with the stool image in time series for a preset time. A data collection unit that collects the stool image, a stool condition information generation unit that generates stool condition change information through analysis of each of the collected stool images, and a normal condition, a disease state, and a condition based on the stool condition change information and the acquired data. An AI learning unit that generates and stores stool status information for each health condition in a user database, and a stool analysis unit that generates stool condition information through analysis of the obtained stool image after obtaining the stool image of the infant; , through comparison between the stool condition information and the stool condition information for determination by normal condition, disease condition, and health condition stored in the user database, the stool condition information for determination that matches the stool condition information within a preset threshold range is determined by the user If present in the database, it may include a determination information generating unit that generates information on determining the state of infants and toddlers and then transmits it to a previously registered user-side terminal.

According to an embodiment of the present invention, when the matching stool status information is stool status change information for judging a disease state, the determination information generating unit uses stool images for each disease and stool state information for each disease stored in the disease database and the stool analysis unit. At least one estimated disease information may be generated by comparing the received stool image of infants and toddlers and stool state information generated by analyzing the same, and then transmitted to a pre-registered user-side terminal.

According to an embodiment of the present invention, the data collection unit further collects feeding record data in time series as causative factor information that affects the condition of the stool along with the stool image, and the AI learning unit collects the feeding record data and The stool state change information for each feeding of the infant may be further generated based on the stool state change information analyzed by the stool image and stored in the user database.

According to an embodiment of the present invention, the stool analysis unit further receives at least two or more data among feeding record data, hospital record data, and vital sign data in addition to the stool image in a time series for a preset time, and the infant health management device is added or cured disease information determined based on the healthy ecology of the infant and infant determined based on the vital sign data and the dietary change information generated based on the received feeding record data, and the hospital record data of the stool status. Derived as causative factor information that causes change, a relationship analysis result is generated by analyzing the relationship between the stool state change and the causative factor information displayed in the stool image obtained in the time series, and the generated relationship analysis result and the component database It may further include a customized information generator for deriving a feeding method tailored to infants and toddlers by using the information and transmitting it to a pre-registered user-side terminal.

According to the above-described embodiment of the present invention, stool status information for each condition of infants and toddlers is generated by using at least one or more of hospital record data, feeding record data, and vital sign data in addition to the stool image of infants, and then based on this By judging the condition of infants and toddlers using the stool image, it can help to manage the health of infants and young children.

In addition, according to the above-described embodiment of the present invention, by using at least one or more of hospital record data, feeding record data, and vital sign data along with a stool image, at least one or more estimated disease information and estimated health status are derived and provided, Parents can check the condition of infants and young children in advance.

1 is a block diagram illustrating the configuration of a health care system for infants and toddlers using a stool image according to an embodiment of the present invention.
2 is a block diagram illustrating an internal configuration of an infant health management apparatus according to an embodiment of the present invention.
3 is a flowchart illustrating a process in which an infant health management apparatus based on a stool image determines the state of an infant based on a stool image according to an embodiment of the present invention.
4 is a flowchart illustrating a process in which an infant health management apparatus based on a stool image determines the state of an infant based on a stool image according to an embodiment of the present invention.

Hereinafter, specific embodiments of the present invention will be described with reference to the drawings. DETAILED DESCRIPTION The following detailed description is provided to provide a comprehensive understanding of the methods, devices, and/or systems described herein. However, this is merely an example and the present invention is not limited thereto.

In describing the embodiments of the present invention, if it is determined that the detailed description of the known technology related to the present invention may unnecessarily obscure the gist of the present invention, the detailed description thereof will be omitted. In addition, the terms to be described later are terms defined in consideration of functions in the present invention, which may vary according to intentions or customs of users and operators. Therefore, the definition should be made based on the content throughout this specification. The terminology used in the detailed description is for the purpose of describing embodiments of the present invention only, and should in no way be limiting.

Hereinafter, a system and method for health management of infants and young children using a stool image will be described with reference to the accompanying drawings.

1 is a block diagram illustrating the configuration of a health care system for infants and toddlers using a stool image according to an embodiment of the present invention.

Prior to the description of the embodiment of the present invention, the feces of infants and young children are eating record data related to feeding time, frequency of feeding, amount of food eaten, ingredients and materials of ingested food, etc., diseases of infants and young children, medications, injections, medications and vaccinations It may be affected by hospital record data, vital sign data, etc. related to records.

Under this premise, the infant health management system according to an embodiment of the present invention may check the health state of the infant based on the stool image.

The infant health management system using a stool image according to an embodiment of the present invention may include a user-side terminal 100 and an infant health management apparatus 200 connected to the outside through a wired/wireless network.

First, the user-side terminal 100 is connected to the infant health management device 200 through a wired/wireless network (not shown) to provide a stool image as well as feeding record data, and the like, a camera ( 110), a communication unit 120, a computing device having a recording medium 130 in which the application 132 can be stored in an executable form, an input unit 140, a vital sign collection unit 150, etc., such as a smartphone, laptops, personal computers, and the like, but are not limited thereto.

Here, the input unit 140 is a means capable of supporting input using a touch method and input using a keyboard, and may support a user's text input. After executing the application 132 , the user may input feeding record data, hospital record data, and the like through the input unit 140 .

The vital sign collection unit 150 is a means for collecting vital signs in association with a sensor installed in the user-side terminal 100, and is linked to a sensor capable of measuring heart rate, body temperature, stress index, oxygen saturation, and the like, and vital sign data After collecting the data, it may be transmitted to the infant health management device 200 through the application 132 .

In an embodiment of the present invention, the application 132 installed on the recording medium 130 of the user-side terminal 100 is interlocked with the camera 110 to transmit the stool image captured by the camera 110 through the communication unit 120 . Function, feeding record data input through the input unit 140, hospital record data, vital sign collection unit 150, for example, a function of transmitting vital sign data collected through a sensor through the communication unit 120 and infant health management It may have a function of receiving various types of information from the device 200 , such as customized eating information, health status information, and estimated disease information.

On the other hand, in an embodiment of the present invention, the application 132 provides an interface for selecting a feeding type, and provides an interface for inputting various data according to the feeding type to generate feeding record data. Specifically, when the feeding type is set to breastfeeding, an interface is provided to input the feeding time, number of times, and feeding time per feeding. Provides an interface to input the amount and amount of water. In the case of water feeding, an interface is provided to input the water feeding time, number of times, water feeding amount, etc., and in the case of baby food, the feeding time, number of times, An interface for inputting materials, quantities, and assembly methods may be provided.

In addition, the application 132 according to an embodiment of the present invention provides an interface for inputting hospital record data, and transmits the hospital record data input through the interface to the infant health management device 200 or the hospital server 10 ) to receive hospital record data in conjunction with it, and then transmit it to the infant health management device 200 . Specifically, the application 132 provides an interface for inputting data related to medication, injection, inoculation, etc., that is, the drug being taken, the type of inoculated injection (including injections), etc. for the collection of hospital record data to provide hospital records data can be collected.

The infant health management device 200 interworks with the application 132 of the user's terminal 100 to collect at least one or more of vital sign data and hospital record data along with a stool image in time series for a preset time and then collect Stool status information is derived through the analysis of stool images, and stool status information for judging by normal status, disease status and health status can be generated and managed based on the stool status information and the acquired data.

In an embodiment of the present invention, the infant health management apparatus 200 may analyze stool state information such as color, shape, viscosity, and thinness of the stool by using the stool image.

In addition, the infant health management apparatus 200 may generate state determination information of infants and young children by using stool state information for determination by normal state, disease state, and health state and a stool image received thereafter. Specifically, the infant health management device 200 compares the stool status information with the stool status information for each normal state, disease state, and health status of infants and toddlers, and the stool status information matches the stool status information within a preset threshold range. After determining whether the state information exists in the user database 202 , if there is matching stool state information for judgment, information on the state of infants and toddlers may be generated based on this and transmitted to the user terminal 100 .

On the other hand, when the matching stool state information for determining the disease state is the stool state information for determining the disease state, the infant health management apparatus 200 stores pre-stored stool images for each disease and the stool state information for each disease and the stool received from the user's terminal 100 . At least one or more estimated disease information is generated through comparison between the image and stool state information obtained by analyzing the image, and at least one or more estimated disease information and a disease stool image corresponding to the estimated disease information are transmitted to the previously registered user terminal 100 . can be transmitted

The infant health management device 200 further collects feeding record data time-series as causal factor information that affects the condition of stool in addition to the stool image, and based on the collected feeding record data and stool status information analyzed by the stool image. In this way, information on changes in stool status for each feeding of infants and toddlers can be created and managed.

In an embodiment of the present invention, the causal factor information that affects the state of stool may further include not only feeding record data but also hospital record data.

Afterwards, when at least two or more of the feeding record data, hospital record data, and vital sign data are received from the user side terminal 100 in time series for a preset time along with the stool image, the infant health management device 200 displays the stool state by feeding In stool images acquired in time series based on change information, in stool images acquired in time series based on additional or cured disease information based on healthy ecology and hospital record data analyzed based on feeding history data and vital sign data. A relationship analysis result is generated by analyzing the relationship between the indicated state change and causal factor information (eg, change in eating, health status change, etc.), and a customized feeding method for infants and toddlers can be derived based on the generated relationship analysis result. In this case, the infant health management apparatus 200 may derive a customized feeding method for infants and toddlers by using pre-stored characteristic information for each component of milk powder, characteristic information for each ingredient and cooking method of baby food, and a relationship analysis result.

To this end, the infant health management device 200 according to the embodiment of the present invention, as shown in FIG. 2 , a collection database 201 , a user database 202 , a disease database 203 , and a component database 204 . ), data collection unit 210, stool state information generation unit 220, AI learning unit 230, stool analysis unit 240, determination information generation unit 250 and customized information providing unit 260, etc. can do.

The data collection unit 210 may interwork with the application 132 of the user-side terminal 100 to collect stool images, feeding record data, vital sign data, hospital record data, and the like, and store it in the collection database 201 . Here, the hospital record data is a medical record such as the name of the disease, the type and dosage of the drug taken, the type of the inoculated injection and the inoculation dose, either directly input by the user or an external server such as the hospital server 20 or a public institution server. (not shown) may be received from.

In addition, in an embodiment of the present invention, the data collection unit 210 may collect at least one or more data of feeding record data, vital sign data, and hospital record data along with the stool image in time series for a preset time. Specifically, the data collection unit 210 receives at least one of N (N is a natural number of 2 or more) or more stool images at a preset time interval, as well as at least one or more data of feeding record data, vital sign data, and hospital record data. It can be stored in the database 201 for collection by matching the time information.

The stool condition information generator 220 may generate stool condition information and stool condition change information through analysis of N or more stool images stored in the collection database 201 . Specifically, the stool condition information generating unit 220 generates stool condition information such as shape, thinness, viscosity, and color of stool by using each of the N or more stool images stored in the collection database 201, and then based on the generated stool condition information. to generate stool state change information and store it in the user database 202 .

The AI learning unit 230 analyzes health status using vital sign data, and uses hospital record data to analyze additional or cured disease information, medications, medications, administered injections, etc., and analyze the analyzed information and stool By using the state information, stool state information for each state of infants and toddlers, for example, normal state, disease state, and health state, may be generated and stored in the user database 202 .

The stool analysis unit 240 receives the stool image of infants from the user-side terminal 100, and through analysis of the received stool image, stool state information, that is, stool state information such as the shape and thinness of the stool, viscosity, color, etc. can create

The determination information generating unit 250 determines that the stool condition information matches within a preset threshold range by comparing the stool condition information with the stool condition information for determination by normal condition, disease condition, and health condition stored in the user database 202 . When the stool status information for use exists in the user database 202 , information on the status of infants and toddlers may be generated based on the stool status information for determination stored in the user database 202 .

For example, when the stool status information for determination that matches within a preset threshold range is stool condition information for determination of a disease state, the determination information generating unit 250 stores the disease-specific stool image and disease-specific stool image stored in the disease database 203 . By comparing the stool state information, the stool image, and the stool state information, at least one or more estimated disease information may be generated as the state determination information.

Meanwhile, the data collection unit 210 may further collect, in time series, food record data as causal factor information that affects the state of stool in addition to the stool image, and store it in the collection database 201 .

In this case, the stool state information generating unit 220 of the infant health management apparatus 200 according to an embodiment of the present invention is generated by the feeding record data and the stool state information generating unit 220 stored in the collection database 201 . After generating stool status information for each feeding by using the stool status information based on the feces image, it may be stored in the user database 202 .

In addition, the stool state information generation unit 220 generates information on causative factors that cause changes in stool state by using information such as injections, medications, medications, etc. and vital sign data in hospital record data along with feeding record data, and then the causative factor The information may be matched with the stool status information and stored in the user database 202 .

On the other hand, the customized information generating unit 260 according to the embodiment of the present invention is a clock based on the stool image, eating record data, healthy ecology, and additional or cured disease information acquired in time series through the data collection unit 210 . A relationship analysis result is generated by analyzing the relationship between the stool status information and the causative element information displayed in the thermally acquired stool image, and the generated relationship analysis result and the characteristic information for each component of the milk powder stored in the component database 204, A feeding method customized for infants and young children may be created using characteristic information for each cooking method.

The determination information generation unit 250 and the customized information generation unit 260 may provide information such as a feeding method tailored to infants and toddlers, at least one or more estimated disease information and a disease stool image corresponding to the estimated disease information, to the user terminal 100 . have.

A process in which the stool image-based health care apparatus 200 for infants and toddlers having the above-described configuration determines the state of the infant based on the stool image will be described with reference to FIGS. 3 and 4 .

3 is a flowchart illustrating a process in which the infant health management apparatus 200 determines the state of an infant based on a stool image based on a stool image according to an embodiment of the present invention.

As shown in FIG. 3 , first, the infant health management device 200 receives at least one or more of feeding record data, hospital record data, and vital sign data along with a stool image by interworking with the user side terminal 100 for a preset period. and stored in the collection database 201 (S300).

Then, the infant health management apparatus 200 analyzes each of the stool images to derive each stool state information, and then uses at least one or more data of feeding record data, hospital record data, and vital sign data received along with the stool image. Information on the causal factor that changes the stool status is derived (S302), and the derived cause factor information and the stool status information are matched and stored in the user database 202 (S304). For example, when feeding record data and stool image are received, information in the feeding record data is derived as causal factor information, and when hospital record data and stool image are received, medications, injections, diseases, etc. in the hospital record data are received. It is derived as causal factor information, and when vital sign data and stool image are received, the current health status based on the vital sign data can be derived as causative factor information.

Then, the infant health management device 200 classifies the stool state information by disease, feeding, health, and normal state using the causal factor information to generate stool state information for determination by state. After that, it is stored in the user database 202 (S306).

Thereafter, when a stool image is received ( S308 ), the infant health management apparatus 200 analyzes the stool image to generate stool state information ( S310 ).

Then, the infant health management device 200 searches the user database 202 with the stool condition information to extract a condition related to the stool condition information, that is, at least one of disease, eating, normal condition, and health condition (S312). ), and after generating infant status determination information using the extracted status, it is transmitted to the user's terminal 100) (S314).

4 is a flowchart illustrating a process of determining the state of an infant based on a stool image in the infant health management apparatus 200 according to another embodiment of the present invention.

As shown in FIG. 4 , first, the infant health management device 200 receives the stool image, vital sign data, and feeding record data for a preset period of time, matches it with the received time information, and stores it in the collection database 201 . By storing (S400), it is possible to collect time-series stool images, vital sign data, and feeding record data.

Then, the infant health management device 200 analyzes each stool image to generate each stool condition information to generate stool condition change information, and based on the feeding record data, the feeding change information and vital signs according to the stool condition change Health state change information is derived based on the data (S402).

Thereafter, the infant health management device 200 analyzes the relationship between the stool state change information, the eating change information, and the health state change information (S404), and optimizes the relationship for infants and toddlers using the analyzed relationship and the information stored in the component database 204 After deriving the customized feeding method, it is transmitted to the user-side terminal 100 (S406).

In addition, the infant health management apparatus 200 generates at least one or more estimated health ecology and estimated disease information using only the stool state information and current feeding record data generated based on the time-series collected stool images, and then uses the information on the user's terminal. It is transmitted to (100) (S408). Specifically, the infant health management device 200 searches the user database 202 for stool condition information for determination matching the stool condition information, and then sets the condition matched to the searched stool condition information for determination, that is, disease, eating, The estimated health state and estimated disease information may be derived by extracting at least one of the normal state and the health state, or estimated disease information may be derived using the stool image and stool state information for each disease stored in the disease database 203 . .

The above description of the present application is for illustration, and those of ordinary skill in the art to which the present application pertains will understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present application. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a dispersed form, and likewise components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the above detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalent concepts should be construed as being included in the scope of the present application. .

100: user-side terminal
200: infant health care device
201 : database for collection
202 : user database
203: disease database
204: Ingredient Database
210: data collection unit
220: stool state information generating unit
230: AI Learning Department
240: stool analysis unit
250: judgment information generating unit
260: customized information generation unit

Claims (8)

Collecting vital sign data, hospital record data, and feeding record data along with stool images of infants and young children in an infant health management device time-series for a preset time;
deriving stool condition information and stool condition change information through analysis of each of the collected stool images in the infant health management device;
In the infant health management device, causative factor information for generating a change in stool state using the stool condition information is generated based on the vital sign data, hospital record data, and feeding record data, and then the cause element information is converted into the stool condition. matching the information and storing it in a user database;
On the basis of the stool condition information and the acquired data, the infant health management device generates stool condition information for determination by normal state, disease state, and health state, and based on the collected feeding record data and the stool state change information generating and storing information on changes in stool state for each feeding of the infants and toddlers in the user database;
Thereafter, the step of collecting the stool image of the infant, the feeding record data, and the health status and disease information of the infant in the infant health management device in time series;
generating stool state information through analysis of the stool image collected thereafter by the infant health management device;
In the infant health management device, the stool condition information and the stool condition change information for determination by normal condition, disease condition, and health condition stored in the user database are compared to determine whether the stool condition information and the stool condition match within a preset threshold range. determining whether the stool status information exists in the user database;
generating, in the infant health management device, status determination information of infants and toddlers when, as a result of the determination, matching stool condition information for determination exists;
transmitting the status determination information generated by the infant health management device to a pre-registered user-side terminal;
generating a relationship analysis result by analyzing the relationship between the stool status information and the searched cause factor information after searching the user database for causal factor information matched with the stool condition information in the infant health management device;
Generating a customized feeding method for infants and toddlers using the result of the relationship analysis generated by the infant health management device, characteristic information for each component of powdered milk stored in the component database, and characteristic information for each material and cooking method of baby food and transmitting it to the user terminal A method of managing the health of infants and young children based on stool images including stool status.
According to claim 1,
The step of generating the status determination information includes:
When the matched stool status information is stool status change information for judging the disease status, at least one or more estimated disease information through comparison between the pre-stored stool image for each disease and the stool status information for each disease, the stool status information, and the stool image acquired thereafter creates,
The transmitting step is
A method for managing the health of infants and toddlers using a stool image for transmitting the at least one or more estimated disease information and a disease stool image corresponding to the estimated disease information to a previously registered user-side terminal.
delete delete A data collection unit for time-series collecting vital sign data, hospital record data, and feeding record data along with the stool image of infants and toddlers for a preset period of time;
The stool status information and stool condition change information are generated through the analysis of each of the collected stool images, and the vital sign data, hospital record data, and feeding information are generated by using the stool condition information to generate information about the cause of stool condition change. a stool condition information generating unit that is generated based on the record data, matches the cause element information with the stool condition information, and stores it in a user database;
Based on the stool condition information and the acquired data, stool condition information for determination by normal condition, disease condition and health condition is generated and stored in the user database, and the stool condition obtained by analyzing the collected eating record data and the stool image an AI learning unit for further generating and storing information on changes in stool state for each feeding of infants and toddlers based on the change information in the user database;
a stool analysis unit that collects the infant's stool image, feeding record data, and the infant's health status and disease information in time series, and then generates stool status information through analysis of the collected stool image;
Through comparison between the stool condition information and the stool condition information for determination by normal state, disease state, and health condition stored in the user database, the stool condition information and the stool condition information for judgment matching within a preset threshold range are obtained from the user database A determination information generating unit for generating status determination information of infants and toddlers when present in the , and transmitting it to a previously registered user-side terminal;
After searching the user database for causal factor information matched with the stool status information, the relationship between the stool status information and the searched cause factor information is analyzed to generate a relationship analysis result, and the generated relationship analysis result and the component database A stool image-based health management device for infants and toddlers, comprising a customized information generator for generating a customized feeding method for infants and toddlers using characteristic information for each powdered milk component stored in the , and characteristic information for each material and cooking method of baby food and transmitting the information to the user-side terminal.
6. The method of claim 5,
The determination information generating unit,
When the matched stool status information is stool status change information for judging disease status, stool images for each disease and stool status information for each disease stored in the disease database, the stool image of infants and toddlers received from the stool analysis unit, and stool generated by analyzing it A health care device for infants and toddlers using a stool image that generates at least one or more estimated disease information through comparison between state information and transmits it to a previously registered user-side terminal.
delete delete

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